Publications

Peer-Reviewed

Motion-Guided Masking for Spatiotemporal Representation Learning

David Fan*, Jue Wang, Shuai Liao, Yi Zhu, Vimal Bhat, Hector Santos-Villalobos, Rohith MV, Xinyu Li.
ICCV 2023.
Paper, Amazon Blog

Nearest-Neighbor Inter-Intra Contrastive Learning from Unlabeled Videos

David Fan*, Deyu Yang, Xinyu Li, Vimal Bhat, Rohith MV.
ICLR 2023 Workshop on Mathematical and Empirical Understanding of Foundation Models.
Paper, [Blog Post Coming Up]

Shot Contrastive Self-Supervised Learning for Scene Boundary Detection

Shixing Chen, Xiaohan Nie*, David Fan*, Dongqing Zhang, Vimal Bhat, Raffay Hamid.
CVPR 2021.
Paper, Amazon Blog, Personal Blog

OASIS: A Large-Scale Dataset for Single-Image 3D in the Wild

Weifeng Chen, Shengyi Qian, David Fan, Noriyuki Kojima, Max Hamilton, Jia Deng.
CVPR 2020.
[Paper], [Supplementary Material], [Project page], [Code]

Heart-specific Rpd3 downregulation enhances cardiac function and longevity

Aging 2015.
[Paper]

Topological defects as relics of emergent continuous symmetry and Higgs condensation of disorder in ferroelectrics

Nature Physics 2014.
[Paper]

Preprint

UBiT2: a client-side web-application for gene expression data analysis

Jean Fan, David Fan, Kamil Slowikowski, Nils Gehlenborg, Peter Kharchenko.
bioRxiv 2017.
[Paper], [Code]